chingyaoc / debias_vlLinks
Code for Debiasing Vision-Language Models via Biased Prompts
☆57Updated 2 years ago
Alternatives and similar repositories for debias_vl
Users that are interested in debias_vl are comparing it to the libraries listed below
Sorting:
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆33Updated last year
- ☆22Updated last year
- Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022☆30Updated 2 years ago
- Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…☆57Updated last year
- ☆118Updated 2 years ago
- [DMLR 2024] Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift☆37Updated last year
- The SVO-Probes Dataset for Verb Understanding☆31Updated 3 years ago
- Create generated datasets and train robust classifiers☆35Updated last year
- [ICCV 2019] Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations☆31Updated 3 years ago
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆79Updated last year
- Bias-to-Text: Debiasing Unknown Visual Biases through Language Interpretation☆32Updated 2 years ago
- Repository for the paper: dense and aligned captions (dac) promote compositional reasoning in vl models☆27Updated last year
- Implementation for the paper "Reliable Visual Question Answering Abstain Rather Than Answer Incorrectly" (ECCV 2022: https//arxiv.org/abs…☆33Updated 2 years ago
- ☆29Updated 2 years ago
- Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation☆45Updated 2 years ago
- ☆70Updated 6 years ago
- Command-line tool for downloading and extending the RedCaps dataset.☆47Updated last year
- Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"☆39Updated 6 months ago
- Compress conventional Vision-Language Pre-training data☆51Updated last year
- Patching open-vocabulary models by interpolating weights☆91Updated last year
- ☆30Updated 10 months ago
- The Continual Learning in Multimodality Benchmark☆67Updated last year
- Official implementation of our EMNLP 2022 paper "CPL: Counterfactual Prompt Learning for Vision and Language Models"☆34Updated 2 years ago
- [ICML 2022] Code and data for our paper "IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages"☆49Updated 2 years ago
- [CVPR23 Highlight] CREPE: Can Vision-Language Foundation Models Reason Compositionally?☆32Updated 2 years ago
- ☆47Updated last year
- Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"☆33Updated 8 months ago
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆109Updated 2 years ago
- ☆38Updated last week
- code for "Multitask Vision-Language Prompt Tuning" https://arxiv.org/abs/2211.11720☆56Updated last year